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YouTube

End-to-End Driving with Safety Guardrails

Weights & Biases via YouTube

Overview

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Explore how Zenseact scales autonomous driving technology to eliminate traffic fatalities through their OnePilot system in this 17-minute conference talk from Fully Connected London. Learn about Zenseact's end-to-end approach that combines sensor fusion and trajectory planning within a single deep neural network deployed in production vehicles. Discover how the company overcame collaboration bottlenecks, model management challenges, and data labeling obstacles by implementing Weights & Biases as their unified platform. Gain insights into the technical architecture and safety guardrails that enable Zenseact to advance toward their mission of zero traffic deaths through autonomous driving technology.

Syllabus

End-to-end driving​ with safety guardrails - Zenseact @ FC London '25

Taught by

Weights & Biases

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